Semantic E-Learning Agents - Supporting E-Learning By Semantic Web and Agents Technologies

E-learning is starting to play a major role in the learning and teaching activities at institutions of higher education worldwide. The students perform significant parts of their study activities decentralized and access the necessary information sources via the Internet. Several tools have been developed providing basic infrastructures that enable individual and collaborative work in a location-independent and time-independent fashion. Still, systems that adequately provide personalized and permanent support for using these tools are still to come. This paper reports on the advances of the Semantic E-learning Agent (SEA) project, whose objective is to develop virtual student advisors, that render support to university students in order to successfully organize und perform their studies. The E-learning agents are developed with novel concepts of the Semantic Web and agents technology. The key concept is the semantic modeling of the E-learning domain by means of XML-based applied ont ology languages such as DAML+OIL and OWL. Software agents apply ontological and domain knowledge in order to assist human users in their decision making processes. For this task, the inference engine JESS is applied in conjunction with the agent framework JADE.

Publication Details

Journal
SerWisS (University of Applied Sciences and Arts Hannover)
Published
2025-01-01
DOI
https://doi.org/10.25968/opus-3534
Primary Topic
Mobile Agent-Based Network Management
Type
article
Field-Weighted Citation Impact
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article

Semantic E-Learning Agents - Supporting E-Learning By Semantic Web and Agents Technologies

SerWisS (University of Applied Sciences and Arts Hannover)
Mobile Agent-Based Network Management
article

Semantic E-Learning Agents - Supporting E-Learning By Semantic Web and Agents Technologies

article en

Abstract

E-learning is starting to play a major role in the learning and teaching activities at institutions of higher education worldwide. The students perform significant parts of their study activities decentralized and access the necessary information sources via the Internet. Several tools have been developed providing basic infrastructures that enable individual and collaborative work in a location-independent and time-independent fashion. Still, systems that adequately provide personalized and permanent support for using these tools are still to come. This paper reports on the advances of the Semantic E-learning Agent (SEA) project, whose objective is to develop virtual student advisors, that render support to university students in order to successfully organize und perform their studies. The E-learning agents are developed with novel concepts of the Semantic Web and agents technology. The key concept is the semantic modeling of the E-learning domain by means of XML-based applied ont ology languages such as DAML+OIL and OWL. Software agents apply ontological and domain knowledge in order to assist human users in their decision making processes. For this task, the inference engine JESS is applied in conjunction with the agent framework JADE.

SerWisS (University of Applied Sciences and Arts Hannover)
Openalex Percentile: Top 53%
Mobile Agent-Based Network Management
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Semantic E-Learning Agents - Supporting E-Learning By Semantic Web and Agents Technologies · SerWisS (University of Applied Sciences and Arts Hannover) (2025) | TGRS Research Map | TGRS